Schematic or classical approach — not a trained AI model output.Image: NASA / Eileen Collins · scikit-image (public domain)View source ↗
Prompt
Apply a Bounding Box Detection effect, overlaying thin, saturated rectangular frames tightly around visible objects. Add small technical labels with plausible object categories and illustrative confidence percentages, using compact lettering and colored label tabs. Leave the underlying photograph clear, without replacing objects or scenery. Keep the original subject and composition.
Adetector returns [class1, box, and confidence2]; the boxes are [shown here as examples].
Try it out
Which box contains the entire design?
Classification
Schematic visualization, not neural inference.
Further examples · 8 images
02Intersection over Union - object detection bounding boxesA stop sign is overlaid with two rectangles labeled as ground-truth and predicted bounding boxes. The green box contains the entire octagonal design by encompassing all its edges.Adrian Rosebrock · CC BY-SA 4.0 · Wikimedia Commons03Face detection example openCVA group of seven people is shown with green rectangles surrounding each of their faces. This demonstrates multiple simultaneous face detections across different subjects in a single frame.FUSIA_Board_1998_L.jpg: F.U.S.I.A. assistant derivative work: Sylenius (talk) · Public domain · Wikimedia Commons04Face detectionFour people sit at a table, with green boxes highlighting three of their faces. It illustrates a partial success in detection where some subjects are identified while others remain unmarked.Jimmy answering questions.jpg: Wikimania2009 Beatrice Murch derivative work: Sylenius (talk) · CC BY 3.0 · Wikimedia Commons05Ceci n'est pas une banane by Max GruberA physical banana and an image of a banana on a laptop screen are enclosed in white boxes labeled BANANA. This shows detection applied to both real objects and digital representations.Max Gruber · CC BY 4.0 · Wikimedia Commons06Intersection over Union - poor, good and excellent scoreThree pairs of overlapping rectangles illustrate varying degrees of accuracy. The diagram explains the Intersection over Union metric used to evaluate the precision of bounding box placement.Adrian Rosebrock · CC BY-SA 4.0 · Wikimedia Commons07ANPR (AUTOMETIC NUMBER PLATE RECOGNITION) SOFTWAREThe image displays a traffic scene with green rectangles framing several vehicles. These boxes illustrate the spatial output of a detection algorithm, identifying the location and boundaries of objects within the frame.Kotai Electronics Pvt. Ltd. · CC BY-SA 4.0 · Wikimedia Commons08ObjectDetectionExampleA book and a pen are framed by blue and red rectangles with class labels. The visualization clearly demonstrates how bounding boxes delineate detected objects within a digital frame for machine vision tasks.Hughesperreault · CC BY-SA 4.0 · Wikimedia Commons
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